This interactive RMarkdown slideshow explores the relationship between inflation and wage growth in Australia from 2000 to 2023 using data from the Australian Bureau of Statistics (ABS). Visualisations include trends in the Consumer Price Index (CPI) and Wage Price Index (WPI), highlighting the growing gap between the two and its implications for cost of living.

male female baseline characteristic

My final submission for Data Visualisation & Communication Assignment - 3

An interactive flex dashboard that dives deeper into the correlations between music (hours, genre, platforms, etc.) and mental well-being using a public survey data.

This project explores Boston Police Department crime data from 2015 to 2018 to uncover patterns in criminal activity. Using R, we analyze trends by year and month, identify the most common crime types, and examine geographic variations across districts. Special focus is given to shooting incidents and seasonal fluctuations. Through data visualizations, the analysis highlights crime hotspots and supports strategic, data-driven approaches to public safety and resource planning.